There are multiple origins and meanings for the name:
1. Turkic only name-giving - "master; lord", form of the personal name Bek. See the name Bay.
2. Chinese first name (白) meaning - "white, clear, blank, bright, plain, snowy" or of (佰) meaning - "hundred".
May also refer to Bai (feminine name).